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Gartner: 9 in 10 agentic workflow steps are routine, and open-weight models handle them at a twentieth of the cost

Use cases
Per Gartner's report 'Open-weight Models Will Run 90% of Enterprise Agentic Workflow Steps', 9 of 10 steps in enterprise agentic workflows are routine: Open-weight models handle them at parity for a quarter of the cheapest closed model's price — as little as a twentieth versus a Frontier model on every step. Planning assumption: by 2030, 90% of operational steps run on Open-weight.

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